Noniterative f -x-y Streaming Prediction Filtering for Random Noise Attenuation on Seismic Data. - Yang Liu 354; Zhisheng Zheng (IEEE Trans. Geosci. Remote. Sens., 2022)

Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition. - Yujin Wang; Changli Tang; Ziyang Ma 001; Zhisheng Zheng; Xie Chen 001; Wei-Qiang Zhang 001 (ASRU, 2023)

Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation Learning. - Guanrou Yang; Ziyang Ma 001; Zhisheng Zheng; Yakun Song; Zhikang Niu; Xie Chen 001 (ASRU, 2023)

Front-End Adapter: Adapting Front-End Input of Speech Based Self-Supervised Learning for Speech Recognition. - Xie Chen 001; Ziyang Ma 001; Changli Tang; Yujin Wang; Zhisheng Zheng (ICASSP, 2023)

MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. - Ziyang Ma 001; Zhisheng Zheng; Changli Tang; Yujin Wang; Xie Chen 001 (INTERSPEECH, 2023)

Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation. - Ziyang Ma 001; Zhisheng Zheng; Guanrou Yang; Yu Wang 027; Chao Zhang 031; Xie Chen 001 (INTERSPEECH, 2023)

Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. - Zhisheng Zheng; Ziyang Ma 001; Yu Wang 027; Xie Chen 001 (INTERSPEECH, 2023)

emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation. - Ziyang Ma 001; Zhisheng Zheng; Jiaxin Ye; Jinchao Li; Zhifu Gao; Shiliang Zhang; Xie Chen 001 (ACL (Findings), 2024)

Leveraging Speech PTM, Text LLM, And Emotional TTS For Speech Emotion Recognition. - Ziyang Ma 001; Wen Wu 007; Zhisheng Zheng; Yiwei Guo; Qian Chen 003; Shiliang Zhang; Xie Chen 001 (ICASSP, 2024)

BAT: Learning to Reason about Spatial Sounds with Large Language Models. - Zhisheng Zheng; Puyuan Peng; Ziyang Ma 001; Xie Chen 001; Eunsol Choi; David Harwath (ICML, 2024)

EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. - Wenxi Chen; Yuzhe Liang; Ziyang Ma 001; Zhisheng Zheng; Xie Chen 001 (IJCAI, 2024)

EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark. - Ziyang Ma 001; Mingjie Chen; Hezhao Zhang; Zhisheng Zheng; Wenxi Chen; Xiquan Li; Jiaxin Ye; Xie Chen 001; Thomas Hain (INTERSPEECH, 2024)

Improving Emotion Recognition with Pre-Trained Models, Multimodality, and Contextual Information. - Zhengshun Xia; Ziyang Ma 001; Zhisheng Zheng; Xie Chen 001 (ISCSLP, 2024)

SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs. - Wenxi Chen; Ziyang Ma 001; Xiquan Li; Xuenan Xu; Yuzhe Liang; Zhisheng Zheng; Kai Yu 004; Xie Chen 001 (ICASSP, 2025)

DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning. - Xiquan Li; Wenxi Chen; Ziyang Ma 001; Xuenan Xu; Yuzhe Liang; Zhisheng Zheng; Qiuqiang Kong; Xie Chen 001 (ICASSP, 2025)

Scaling Rich Style-Prompted Text-to-Speech Datasets. - Anuj Diwan; Zhisheng Zheng; David Harwath; Eunsol Choi (CoRR, 2025)

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix. - Ziyang Ma 001; Yinghao Ma; Yanqiao Zhu 003; Chen Yang; Yi-Wen Chao; Ruiyang Xu; Wenxi Chen; Yuanzhe Chen; Zhuo Chen 006; Jian Cong; Kai Li; Keliang Li; et al. (CoRR, 2025)